{"meta":{"query_hash":"86839f252795","filters":{"venue":"Northern Communications"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/86839f252795","api":"https://metacan.xera.ac/api/v1/cohort?venue=Northern+Communications"},"results":[{"id":"W2393065372","doi":"","title":"Research on Necessity of Risk-Avoiding Setting up for Lane","year":2008,"lang":"en","type":"article","venue":"Northern Communications","topic":"Simulation and Modeling Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Function (biology); Computer science; Operations research; Basis (linear algebra); Risk analysis (engineering); Transport engineering; Engineering; Mathematics; Business","score_opus":0.20445709012018523,"score_gpt":0.40125477587381114,"score_spread":0.1967976857536259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2393065372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.936069,0.0003276682,0.05390328,0.0004239927,0.000057327026,0.00036167545,0.0001137222,0.00028410603,0.008459239],"genre_scores_gemma":[0.9921325,0.00030061428,0.0072513935,0.0000123523405,0.000029889088,0.00009785777,0.00007752633,0.00002357052,0.00007431726],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933964,0.000104553794,0.00020081687,0.000088444736,0.00013002142,0.00013650167],"domain_scores_gemma":[0.99707544,0.001542666,0.000044863118,0.0010623299,0.00023633722,0.00003839348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005619138,0.0000615835,0.00008943451,0.000114084396,0.0007557302,0.0000076072706,0.00044315617,0.000050512197,0.0000070515125],"category_scores_gemma":[0.0001869075,0.0000665148,0.000044742188,0.00024688672,0.000076477634,0.000035910507,0.000057260084,0.0003370806,0.00003410852],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030441008,0.00032354498,0.057155848,0.000082349485,0.00011608747,1.9152382e-7,0.01288716,0.85788506,0.0025680976,0.020823166,0.003686197,0.044441838],"study_design_scores_gemma":[0.00066990603,0.00003308935,0.020986255,0.000062453284,0.000021849093,0.0000023054108,0.0014042333,0.9466946,0.0018899055,0.0034262864,0.024576683,0.0002324463],"about_ca_topic_score_codex":0.000113431255,"about_ca_topic_score_gemma":0.0005044277,"teacher_disagreement_score":0.08880951,"about_ca_system_score_codex":0.0000479381,"about_ca_system_score_gemma":0.000028050325,"threshold_uncertainty_score":0.58125424},"labels":[],"label_agreement":null}]}